WO2008088070A1 - 覚醒状態判定モデル生成装置、覚醒状態判定装置及び警告装置 - Google Patents

覚醒状態判定モデル生成装置、覚醒状態判定装置及び警告装置 Download PDF

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Publication number
WO2008088070A1
WO2008088070A1 PCT/JP2008/050730 JP2008050730W WO2008088070A1 WO 2008088070 A1 WO2008088070 A1 WO 2008088070A1 JP 2008050730 W JP2008050730 W JP 2008050730W WO 2008088070 A1 WO2008088070 A1 WO 2008088070A1
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Prior art keywords
awake state
data
state judging
subject
model
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PCT/JP2008/050730
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English (en)
French (fr)
Japanese (ja)
Inventor
Yoshihiro Noguchi
Roongroj Nopsuwanchai
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Asahi Kasei Kabushiki Kaisha
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Application filed by Asahi Kasei Kabushiki Kaisha filed Critical Asahi Kasei Kabushiki Kaisha
Priority to US12/522,505 priority Critical patent/US8400313B2/en
Priority to JP2008554103A priority patent/JP4805358B2/ja
Priority to CN2008800025957A priority patent/CN101583313B/zh
Priority to EP08703580.4A priority patent/EP2111796B1/de
Publication of WO2008088070A1 publication Critical patent/WO2008088070A1/ja

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    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B3/00—Apparatus for testing the eyes; Instruments for examining the eyes
    • A61B3/10—Objective types, i.e. instruments for examining the eyes independent of the patients' perceptions or reactions
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/16—Devices for psychotechnics; Testing reaction times ; Devices for evaluating the psychological state
    • A61B5/18—Devices for psychotechnics; Testing reaction times ; Devices for evaluating the psychological state for vehicle drivers or machine operators
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/16—Devices for psychotechnics; Testing reaction times ; Devices for evaluating the psychological state
    • A61B5/165—Evaluating the state of mind, e.g. depression, anxiety
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7235—Details of waveform analysis
    • A61B5/7264—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems
    • A61B5/7267—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems involving training the classification device
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B3/00—Apparatus for testing the eyes; Instruments for examining the eyes
    • A61B3/10—Objective types, i.e. instruments for examining the eyes independent of the patients' perceptions or reactions
    • A61B3/113—Objective types, i.e. instruments for examining the eyes independent of the patients' perceptions or reactions for determining or recording eye movement
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/103—Detecting, measuring or recording devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
    • A61B5/11—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor, mobility of a limb
    • A61B5/1103—Detecting eye twinkling
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/70—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients

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  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Psychiatry (AREA)
  • Animal Behavior & Ethology (AREA)
  • Surgery (AREA)
  • Veterinary Medicine (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Medical Informatics (AREA)
  • Molecular Biology (AREA)
  • Artificial Intelligence (AREA)
  • Pathology (AREA)
  • Social Psychology (AREA)
  • Psychology (AREA)
  • Hospice & Palliative Care (AREA)
  • Educational Technology (AREA)
  • Developmental Disabilities (AREA)
  • Child & Adolescent Psychology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Fuzzy Systems (AREA)
  • Mathematical Physics (AREA)
  • Evolutionary Computation (AREA)
  • Physiology (AREA)
  • Signal Processing (AREA)
  • Ophthalmology & Optometry (AREA)
  • Human Computer Interaction (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
  • Traffic Control Systems (AREA)
  • Image Analysis (AREA)
PCT/JP2008/050730 2007-01-19 2008-01-21 覚醒状態判定モデル生成装置、覚醒状態判定装置及び警告装置 WO2008088070A1 (ja)

Priority Applications (4)

Application Number Priority Date Filing Date Title
US12/522,505 US8400313B2 (en) 2007-01-19 2008-01-21 Vehicle driver sleep state classification generating device based on Hidden Markov Model, sleep state classification device and warning device
JP2008554103A JP4805358B2 (ja) 2007-01-19 2008-01-21 覚醒状態判定モデル生成装置、覚醒状態判定装置及び警告装置
CN2008800025957A CN101583313B (zh) 2007-01-19 2008-01-21 觉醒状态判断模型生成装置、觉醒状态判断装置以及警告装置
EP08703580.4A EP2111796B1 (de) 2007-01-19 2008-01-21 Vorrichtung zur herstellung eines modells zur beurteilung des wachzustands; vorrichtung zur beurteilung des wachzustands und warnvorrichtung

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
JP2007-009729 2007-01-19
JP2007009729 2007-01-19

Publications (1)

Publication Number Publication Date
WO2008088070A1 true WO2008088070A1 (ja) 2008-07-24

Family

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Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/JP2008/050730 WO2008088070A1 (ja) 2007-01-19 2008-01-21 覚醒状態判定モデル生成装置、覚醒状態判定装置及び警告装置

Country Status (6)

Country Link
US (1) US8400313B2 (de)
EP (2) EP2363067B1 (de)
JP (1) JP4805358B2 (de)
KR (1) KR101078466B1 (de)
CN (1) CN101583313B (de)
WO (1) WO2008088070A1 (de)

Cited By (9)

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JP2010273954A (ja) * 2009-05-29 2010-12-09 Hamamatsu Photonics Kk 瞬目計測装置及び瞬目計測方法
EP2410501A1 (de) * 2009-03-19 2012-01-25 Aisin Seiki Kabushiki Kaisha Schläfrigkeitstestvorrichtung und programm dafür
JP2013043044A (ja) * 2011-08-26 2013-03-04 Canon Inc 瞬目計測装置、方法、及びプログラム
JP2014092931A (ja) * 2012-11-02 2014-05-19 Sony Corp 画像表示装置並びに情報入力装置
CN108733034A (zh) * 2017-04-14 2018-11-02 现代自动车株式会社 用于基于疲劳度控制车辆的设备和方法
JP2018537787A (ja) * 2015-12-14 2018-12-20 ローベルト ボッシュ ゲゼルシャフト ミット ベシュレンクテル ハフツング 車両の搭乗者の少なくとも１つの目の開眼データを分類する方法および装置、および、車両の搭乗者の眠気および／またはマイクロスリープを検出する方法および装置
WO2020158812A1 (ja) * 2019-02-01 2020-08-06 オムロン株式会社 画像処理装置
JP2021034035A (ja) * 2019-08-28 2021-03-01 潘文橋 人面識別に基づいた智能化車載疲労検出システム、方法および装置
CN115067944A (zh) * 2022-08-22 2022-09-20 深圳市心流科技有限公司 一种眼动状态评估方法、装置、终端设备及存储介质

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KR101776717B1 (ko) 2011-12-01 2017-09-08 현대자동차 주식회사 자동차의 디스플레이를 이용한 시력검사 시스템 및 방법
JP2013215549A (ja) * 2012-03-16 2013-10-24 Fujitsu Ltd 画像処理装置、画像処理プログラムおよび画像処理方法
EP2885150B1 (de) * 2012-08-20 2019-01-02 Veoneer Sweden AB Lidschlagverarbeitung zur erkennung von schläfrigkeit
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JP6118097B2 (ja) * 2012-12-14 2017-04-19 株式会社デルタツーリング 運転時生体状態判定装置及びコンピュータプログラム
US8981942B2 (en) 2012-12-17 2015-03-17 State Farm Mutual Automobile Insurance Company System and method to monitor and reduce vehicle operator impairment
US8930269B2 (en) 2012-12-17 2015-01-06 State Farm Mutual Automobile Insurance Company System and method to adjust insurance rate based on real-time data about potential vehicle operator impairment
KR101519217B1 (ko) 2013-09-13 2015-05-11 현대자동차주식회사 부주의 운전 판정 장치 및 그 방법
CN104464192B (zh) * 2013-09-18 2017-02-08 武汉理工大学 机动车驾驶人不稳定性驾驶状态检测预警装置与方法
DE102013224026A1 (de) * 2013-11-25 2015-05-28 Robert Bosch Gmbh Verfahren zur Bewertung des Fahrerverhaltens in einem Fahrzeug
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EP3226751A4 (de) * 2014-12-05 2018-08-08 Agency For Science, Technology And Research Schlafprofilierungssystem mit merkmalserzeugung und auto-mapping
US20170042461A1 (en) * 2015-07-16 2017-02-16 Battelle Memorial Institute Techniques to evaluate and enhance cognitive performance
CN106974658B (zh) * 2016-01-15 2021-03-02 松下知识产权经营株式会社 信息终端装置的控制方法以及体动测定装置
CN105997094B (zh) * 2016-05-09 2019-03-29 北京科技大学 一种姿态识别装置及方法
CN106446830B (zh) * 2016-09-21 2019-06-11 广州视源电子科技股份有限公司 智能辅助睡眠中的催眠状态识别方法和系统
CN106344008B (zh) * 2016-09-21 2019-05-07 广州视源电子科技股份有限公司 睡眠状态分析中清醒状态检测方法和系统
CN106175754B (zh) * 2016-09-21 2019-04-09 广州视源电子科技股份有限公司 睡眠状态分析中清醒状态检测装置
JP6535694B2 (ja) 2017-02-22 2019-06-26 株式会社ジンズ 情報処理方法、情報処理装置及びプログラム
TWI647666B (zh) * 2017-08-28 2019-01-11 緯創資通股份有限公司 瞌睡偵測裝置及其瞌睡偵測方法
CN108245171B (zh) * 2017-12-28 2020-12-25 东软集团股份有限公司 获取参数模型的方法、疲劳检测方法及装置、介质及设备
KR102045320B1 (ko) 2018-04-16 2019-11-15 (주) 이즈테크놀로지 운전자 상태 모니터링 기반 운전자와 상호 작용을 통한 운전자 졸음 예방 방법 및 시스템
CN109191791B (zh) * 2018-10-30 2021-02-09 罗普特科技集团股份有限公司 一种融合多特征的疲劳检测方法以及装置
US11235776B2 (en) * 2019-01-31 2022-02-01 Toyota Motor Engineering & Manufacturing North America, Inc. Systems and methods for controlling a vehicle based on driver engagement
CN111724651B (zh) * 2019-03-19 2023-04-21 中国人民解放军第四军医大学 一种飞行员错觉训练系统及方法
CN109907753B (zh) * 2019-04-23 2022-07-26 杭州电子科技大学 一种多维度ecg信号智能诊断系统
US11786694B2 (en) 2019-05-24 2023-10-17 NeuroLight, Inc. Device, method, and app for facilitating sleep
US11033214B1 (en) * 2020-05-19 2021-06-15 United Arab Emirates University Wearable eye tracking system
CN112639515B (zh) * 2020-07-20 2021-10-26 华为技术有限公司 一种信号处理方法及装置

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EP2410501A1 (de) * 2009-03-19 2012-01-25 Aisin Seiki Kabushiki Kaisha Schläfrigkeitstestvorrichtung und programm dafür
EP2410501A4 (de) * 2009-03-19 2013-05-29 Aisin Seiki Schläfrigkeitstestvorrichtung und programm dafür
JP2010273954A (ja) * 2009-05-29 2010-12-09 Hamamatsu Photonics Kk 瞬目計測装置及び瞬目計測方法
JP2013043044A (ja) * 2011-08-26 2013-03-04 Canon Inc 瞬目計測装置、方法、及びプログラム
JP2014092931A (ja) * 2012-11-02 2014-05-19 Sony Corp 画像表示装置並びに情報入力装置
JP2018537787A (ja) * 2015-12-14 2018-12-20 ローベルト ボッシュ ゲゼルシャフト ミット ベシュレンクテル ハフツング 車両の搭乗者の少なくとも１つの目の開眼データを分類する方法および装置、および、車両の搭乗者の眠気および／またはマイクロスリープを検出する方法および装置
JP2018177189A (ja) * 2017-04-14 2018-11-15 現代自動車株式会社Ｈｙｕｎｄａｉ Ｍｏｔｏｒ Ｃｏｍｐａｎｙ 疲労度基盤車両制御装置及び方法
CN108733034A (zh) * 2017-04-14 2018-11-02 现代自动车株式会社 用于基于疲劳度控制车辆的设备和方法
JP7053229B2 (ja) 2017-04-14 2022-04-12 現代自動車株式会社 疲労度基盤車両制御装置及び方法
WO2020158812A1 (ja) * 2019-02-01 2020-08-06 オムロン株式会社 画像処理装置
JP2020126378A (ja) * 2019-02-01 2020-08-20 オムロン株式会社 画像処理装置
JP7334415B2 (ja) 2019-02-01 2023-08-29 オムロン株式会社 画像処理装置
JP2021034035A (ja) * 2019-08-28 2021-03-01 潘文橋 人面識別に基づいた智能化車載疲労検出システム、方法および装置
CN115067944A (zh) * 2022-08-22 2022-09-20 深圳市心流科技有限公司 一种眼动状态评估方法、装置、终端设备及存储介质
CN115067944B (zh) * 2022-08-22 2022-11-11 深圳市心流科技有限公司 一种眼动状态评估方法、装置、终端设备及存储介质

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US8400313B2 (en) 2013-03-19
JP4805358B2 (ja) 2011-11-02
CN101583313A (zh) 2009-11-18
CN101583313B (zh) 2011-04-13
EP2363067A1 (de) 2011-09-07
JPWO2008088070A1 (ja) 2010-05-13
EP2111796A4 (de) 2011-03-02
EP2363067B1 (de) 2016-01-06
EP2111796A1 (de) 2009-10-28
KR101078466B1 (ko) 2011-10-31
KR20090091335A (ko) 2009-08-27
US20100036290A1 (en) 2010-02-11
EP2111796B1 (de) 2014-07-02

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